Výsledky vyhledávání - "parallel computation"

Recurrent neural network from adder’s perspective: Carry-lookahead RNN Autor Jiang, Haowei, Qin, Feiwei, Cao, Jin, Peng, Yong, Shao, Yanli

“…The recurrent network architecture is a widely used model in sequence modeling, but its serial dependency hinders the computation parallelization, which makes…”
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Equivalence classes and conditional hardness in massively parallel computations Autor Nanongkai, Danupon, Scquizzato, Michele

“…The Massively Parallel Computation (MPC) model serves as a common abstraction of many modern large-scale data processing frameworks, and has been receiving…”
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Highly parallel simulation tool for the design of isotachophoresis experiments Autor Avaro, Alexandre S., Schwarzbach, Adar, Jangra, Amit, Bahga, Supreet S., Santiago, Juan G.

“…Isotachophoresis (ITP) is a well-established electrokinetic method for separation and preconcentration of analytes. Several simulation tools for ITP have been…”
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Using stochastic programming to train neural network approximation of nonlinear MPC laws Autor Li, Yun, Hua, Kaixun, Cao, Yankai

“…To facilitate the real-time implementation of nonlinear model predictive control (NMPC), this paper proposes a deep learning-based NMPC scheme, in which the…”
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Multiple‐GPU parallelization of three‐dimensional material point method based on single‐root complex Autor Dong, Youkou, Cui, Lan, Zhang, Xue

“…As one of the arbitrary Lagrangian–Eulerian methods, the material point method (MPM) owns intrinsic advantages in simulation of large deformation problems by…”
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Polynomial sharings on two secrets: Buy one, get one free Autor Arnold, Paula, Berndt, Sebastian, Eisenbarth, Thomas, Orlt, Maximilian

“…While passive side-channel attacks and active fault attacks have been studied intensively in the last few decades, strong attackers combining these attacks…”
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UP-DPC: Ultra-scalable parallel density peak clustering Autor Ma, Luyao, Yang, Geping, Yang, Yiyang, Chen, Xiang, Lu, Juan, Gong, Zhiguo, Hao, Zhifeng

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Implementation, capabilities, and benchmarking of Shift, a massively parallel Monte Carlo radiation transport code Autor Pandya, Tara M., Johnson, Seth R., Evans, Thomas M., Davidson, Gregory G., Hamilton, Steven P., Godfrey, Andrew T.

“…This work discusses the implementation, capabilities, and validation of Shift, a massively parallel Monte Carlo radiation transport package authored at Oak…”
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Generation-based parallel particle swarm optimization for adversarial text attacks Autor Yang, Xinghao, Qi, Yupeng, Chen, Honglong, Liu, Baodi, Liu, Weifeng

“…Text adversarial attack is an effective strategy to investigate the vulnerability of Natural Language Processing (NLP) models. Most of text attack studies…”
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Hyperfine optimal dispatch for integrated energy microgrid considering uncertainty Autor Bo, Yaolong, Xia, Yanghong, Wei, Wei, Li, Zichen, Zhao, Bo, Lv, Zeyan

“…•A hyperfine dispatch model for IEM is proposed. This model presents fine-grained mechanism and constructs the complement model for purification subsystem…”
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“Zhores” — Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology Autor Zacharov, Igor, Arslanov, Rinat, Gunin, Maksim, Stefonishin, Daniil, Bykov, Andrey, Pavlov, Sergey, Panarin, Oleg, Maliutin, Anton, Rykovanov, Sergey, Fedorov, Maxim

“…The Petaflops supercomputer “Zhores” recently launched in the “Center for Computational and Data-Intensive Science and Engineering” (CDISE) of Skolkovo…”
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On the two-stage multisplitting iteration methods for linear complementarity problems Autor Guo, Wenxiu, Zheng, Hua, Lu, Xiaoping, Zhang, Yongxiong

“…In this work, the two-stage multisplitting iteration methods based on the equivalent modulus equations are analyzed for solving linear complementarity…”
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An efficient two-stage genetic algorithm for a flexible job-shop scheduling problem with sequence dependent attached/detached setup, machine release date and lag-time Autor Defersha, Fantahun M., Rooyani, Danial

“…•Developed an efficient two-stage GA to solve a comprehensive FJSP problem.•Transformed a simple idea into an algorithm that can challenge future…”
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Multivariate Monte Carlo simulation of spatiotemporally resolved nucleation from bismuth vapor Autor Shang, Cheng, He, Song, Xu, Zuwei, Einar Kruis, Frank, Zhao, Haibo

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Risk-averse two-stage stochastic programming-based closed-loop supply chain network design under uncertain demand Autor Liu, Zhenyao, Hu, Li-Man, Yeh, Wei-Chang

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Noise robustness and parallel computation of the inverse compositional Gauss–Newton algorithm in digital image correlation Autor Shao, Xinxing, Dai, Xiangjun, He, Xiaoyuan

“…The inverse compositional Gauss–Newton (IC-GN) algorithm is one of the most popular sub-pixel registration algorithms in digital image correlation (DIC). The…”
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Permutation and Grouping Methods for Sharpening Gaussian Process Approximations Autor Guinness, Joseph

“…Vecchia's approximate likelihood for Gaussian process parameters depends on how the observations are ordered, which has been cited as a deficiency. This…”
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Improved Gradient Neural Networks for Solving Moore–Penrose Inverse of Full-Rank Matrix Autor Lv, Xuanjiao, Xiao, Lin, Tan, Zhiguo, Yang, Zhi, Yuan, Junying

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Training-efficient and cost-optimal energy management for fuel cell hybrid electric bus based on a novel distributed deep reinforcement learning framework Autor Huang, Ruchen, He, Hongwen, Gao, Miaojue

“…•An A3C-based EMS is proposed to reduce the total operation cost of the FCHEB.•Multi-process parallel computation is employed to achieve the A3C-based…”
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High-quality computer-generated holography based on Vision Mamba Autor Yang, Lei, Xu, Shengyuan, Yang, Chunzheng, Chang, Chenliang, Hou, Qichao, Song, Qiang

“…•The paper proposed a lightweight model, the CVMNet, based on the ViM for generating high-quality holograms while ensuring real-time performance. The CVMNet…”
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